Stage 1
Iteration rounds and A/B variants
Land on a composition before you commit to a final pass. Use Nano Banana 2 for fast first drafts and Flux 2 Pro for cheap batch variants. Skip Midjourney here; multi-word thumbnail copy falls apart in v8.1.
Models
- 01
Nano Banana 2
Google
Faster and cheaper than Pro. Web-grounded so it pulls in specific logos, landmarks, and trending visual references without a second pass. Use it to find the composition, then rerun the winner in Pro for the final.
- 02
Flux 2 Pro
Black Forest Labs
The batch engine. Per-image pricing is low enough to generate 20 to 30 face-or-composition swaps in a single session and pick the layout with the highest predicted CTR. Worth the per-call cost when you have a real channel to A/B against.
- 03
Midjourney v8.1
Midjourney
Handles one-to-two word phrases at 2K reliably. Anything past that (a four-word hook, a product label, a sponsor logo) falls apart. Useful for concept sketches when the title is short, wrong tool the moment the title gets longer.
